Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003202

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.074

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001573

distance 0.074

#2 · Punecell 4900002763

distance 0.082

#3 · Punecell 4900002161

distance 0.084

#4 · Punecell 4900002469

distance 0.087

#5 · Punecell 4900002762

distance 0.09

#6 · Punecell 4900003475

distance 0.107

#7 · Punecell 4900003227

distance 0.109

#8 · Punecell 4900004445

distance 0.121

#9 · Punecell 4900002004

distance 0.125

#10 · Punecell 4900002459

distance 0.132

#11 · Punecell 4900002176

distance 0.135

#12 · Punecell 4900004171

distance 0.136

#13 · Punecell 4900003076

distance 0.137

#14 · Punecell 4900002614

distance 0.139

#15 · Punecell 4900003893

distance 0.14

#16 · Punecell 4900002793

distance 0.143

#17 · Punecell 4900004437

distance 0.144

#18 · Punecell 4900002483

distance 0.145

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900003202}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.